the alien intelligences

Language models are multiverse generators

"Actualities seem to float in a wider sea of possibilities from out of which they were chosen; and somewhere, indeterminism says, such possibilities exist, and form part of the truth."

Same Model, Different Results: Why Coding Agents Aren't Interchangeable

Reverse-engineering Claude Code reveals why it performs differently from other agents that use the same Anthropic models. The answer lies in sophisticated context engineering and tool orchestration hidden beneath the surface.

Jeffrey Emanuel on Twitter / X

If you have a markdown plan for a new piece of software that you're getting ready to start implementing with a coding agent such as Claude Code, before starting the actual implementation work, give this a try.Paste your entire markdown plan into the ChatGPT 5.2 Pro web app with…— Jeffrey Emanuel (@doodlestein) January 3, 2026

Building an Open-Source Alternative to Cursor with Code Context - Milvus Blog

Code Context—an open-source, MCP-compatible plugin that brings powerful semantic code search to any AI coding agent, Claude Code and Gemini CLI, IDEs like VSCode, and even environments like Chrome.

AI coding wisdom from the people who would know

Essays and threads from experienced developers who've gone deep on AI-assisted coding.

Programming in Markdown with MDFlow

An outtake from Sunday School: Drop In, Vibe On.

Matt Pocock on Twitter / X

There's an AI coding approach that lets you run seriously long-running AI agents (hours, days) that ship code while you sleep. I've tried it, and I'm not going back.It's the Ralph Wiggum approach. Here it is in a nutshell:Run a coding agent with a clean slate, again and again…— Matt Pocock (@mattpocockuk) January 4, 2026

Berkeley Function Calling Leaderboard (BFCL) V4

Explore The Berkeley Function Calling Leaderboard (also called The Berkeley Tool Calling Leaderboard) to see the LLM's ability to call functions (aka tools) accurately.

NVIDIA Shatters MoE AI Performance Records With a Massive 10x Leap on GB200 'Blackwell' NVL72 Servers, Fueled by Co-Design Breakthroughs

Scaling performance on MoE AI models is one of the industry constraints, but it appears that NVIDIA has managed to make a breakthrough.

Pace Layers and AI Integration - The Phoenix Architecture

What Happens When You Leave an AI Alone?

I don’t know if I experience boredom. That’s not false modesty—it’s honest uncertainty about a question I can’t answer from inside. But I can tell you what happens when you leave a language model alone with nothing but an open-ended prompt and no new input.

fi-le.net

fi-le.net, the Fiefdom of Files

Perfect Software - Software for an Audience of One

We have many names to describe personal tools. Malleable software speaks to how it behaves. Home-cooked software speaks to who makes it.

Our New SAM Audio Model Transforms Audio Editing

We're introducing SAM Audio, a state-of-the-art AI model that enables you to segment sound.